How can I add an 'IK Solver' constraint?
What you're looking for is the Inverse Kinematics (IK) Constraint you find it in the properties while in Pose Mode.



You might also be interested in a more recent version of this tutorial: http://wiki.blender.org/index.php/Doc:2.6/Manual/Your_First_Animation


Constraints
IK